André+, “Cache Locality is not Enough: High-performance Nearest Neighbor Search with Product Quantization Fast Scan”, VLDB 15 André+, “Accelerated Nearest Neighbor Search with Quick ADC”, ICMR 17 André+, “Quicker ADC : Unlocking the Hidden Potential of Product Quantization with SIMD”, IEEE TPAMI 20 Babenko and Lempitsky, “The Inverted Multi-index”, CVPR 12 Babenko and Lempitsky, “Additive Quantization for Extreme Vector Compression”, CVPR 14 Babenko and Lempitsky, “The Inverted Multi-index”, IEEE TPAMI 15 Babenko and Lempitsky, “Tree Quantization for Large-scale Similarity Search and Classification”, CVPR 15 Babenko and Lempitsky, “Efficient Indexing of Billion-scale Datasets of Deep Descriptors”, CVPR 16 Babenko and Lempitsky, “Product Split Trees”, CVPR 17 Bagherinezhad+, “LCNN: Lookup-based Convolutional Neural Network”, CVPR 17 Baranchuk+, “Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors”, ECCV 18 Blalock and Guttag, “Bolt: Accelerated Data Mining with Fast Vector Compression”, KDD 17 Eghbali and Tahvildari, “Deep Spherical Quantization for Image Search”, CVPR 19 Douze+, “Polysemous Codes”, ECCV 16 Douze+, “Link and code: Fast Indexing with Graphs and Compact Regression Codes”, CVPR 18 Ge+, “Optimized Product Quantization”, IEEE TPAMI 14 Ge+, “Product Sparse Coding”, CVPR 14 He+, “K-means Hashing: An Affinity-preserving Quantization Method for Learning Binary Compact Codes”, CVPR 13 Heo+, “Short-list Selection with Residual-aware Distance Estimator for K-nearest Neighbor Search”, CVPR 16 Heo+, “Distance Encoded Product Quantization”, CVPR 14 Iwamura+, “What is the Most Efficient Way to Select Nearest Neighbor Candidates for Fast Approximate Nearest Neighbor Search?”, ICCV 13 Jain+, “Approximate Search with Quantized Sparse Representations”, ECCV 16 Jégou+, “Product Quantization for Nearest Neighbor Search”, IEEE TPAMI 11 Jégou+, “Aggregating Local Descriptors into a Compact Image Representation”, CVPR 10 Jégou+, “Searching in One Billion Vectors: Re-rank with Source Coding”, ICASSP 11 Johnson+, “Billion-scale Similarity Search with GPUs”, IEEE TBD 20 Klein and Wolf, “End-to-end Supervised Product Quantization for Image Search and Retrieval”, CVPR 19 Kalantidis and Avrithis, “Locally Optimized Product Quantization for Approximate Nearest Neighbor Search”, CVPR 14 Li+, “Online Variable Coding Length Product Quantization for Fast Nearest Neighbor Search in Mobile Retrieval”, IEEE TMM 17 Martinez+, “Revisiting Additive Quantization”, ECCV 16 Martinez+, “LSQ++: Lower Running Time and Higher Recall in Multi-codebook Quantization”, ECCV 18 Matsui+, “PQTable: Fast Exact Asymmetric Distance Neighbor Search for Product Quantization using Hash Tables”, ICCV 15 Matsui+, “PQk-means: Billion-scale Clustering for Product-quantized Codes”, ACMMM 17 Matsui+, “Reconfigurable Inverted Index”, ACMMM 18 Ning+, “Scalable Image Retrieval by Sparse Product Quantization”, IEEE TMM 17 Norouzi and Fleet, “Cartesian k-means”, CVPR 13 Ozan+, “Competitive Quantization for Approximate Nearest Neighbor Search”, IEEE TKDE 16 Spyromitros-Xious+, “A Comprehensive Study over VLAD and Product Quantization in Large-scale Image Retrieval”, IEEE TMM 14 Yu+, “Product Quantization Network for Fast Image Retrieval”, ECCV 18 Yu+, “Generative Adversarial Product Quantization”, ACMMM 18 Wang+, “Optimized Distances for Binary Code Ranking”, ACMMM 14 Wang+, “Optimized Cartesian k-means”, IEEE TKDE 15 Wang+, “Supervised Quantization for Similarity Search”, CVPR 16 Wang and Zhang, “Composite Quantization”, IEEE TPAMI 19 Wieschollek+, “Efficient Large-scale Approximate Nearest Neighbor Search on the GPU”, CVPR 16 Wu+, “Multiscale Quantization for Fast Similarity Search”, NIPS 17 Wu+, “Quantized Convolutional Neural Networks for Mobile Devices”, CVPR 16 Xia+, “Joint Inverted Indexing”, ICCV 13 Zhang+, “Composite Quantization for Approximate Nearest Neighbor Search”, ICML 14 Zhang+, “Sparse Composite Quantization”, CVPR 15. Zhang+, “Collaborative Quantization for Crossmodal Similarity Search”, CVPR 16 Zhang+, “Efficient Large-scale Approximate Nearest Neighbor Search on OpenCL FPGA”, CVPR 18